hdnom: Benchmarking and Visualization Toolkit for Penalized Cox Models

Creates nomogram visualizations for penalized Cox regression models, with the support of reproducible survival model building, validation, calibration, and comparison for high-dimensional data.

Version: 6.0.4
Depends: R (≥ 3.5.0)
Imports: foreach, ggplot2, glmnet, gridExtra, ncvreg, penalized, survival
Suggests: doParallel, knitr, ragg, rmarkdown
Published: 2024-09-05
DOI: 10.32614/CRAN.package.hdnom
Author: Nan Xiao ORCID iD [aut, cre], Qing-Song Xu [aut], Miao-Zhu Li [aut], Frank Harrell [ctb] (rms author), Sergej Potapov [ctb] (survAUC author), Werner Adler [ctb] (survAUC author), Matthias Schmid [ctb] (survAUC author)
hdnom author details
Maintainer: Nan Xiao <me at nanx.me>
BugReports: https://github.com/nanxstats/hdnom/issues
License: GPL-3 | file LICENSE
URL: https://nanx.me/hdnom/, https://github.com/nanxstats/hdnom
NeedsCompilation: yes
Citation: hdnom citation info
Materials: README NEWS
In views: Survival
CRAN checks: hdnom results

Documentation:

Reference manual: hdnom.pdf
Vignettes: An Introduction to hdnom (source, R code)

Downloads:

Package source: hdnom_6.0.4.tar.gz
Windows binaries: r-devel: hdnom_6.0.4.zip, r-release: hdnom_6.0.4.zip, r-oldrel: hdnom_6.0.4.zip
macOS binaries: r-release (arm64): hdnom_6.0.4.tgz, r-oldrel (arm64): hdnom_6.0.4.tgz, r-release (x86_64): hdnom_6.0.4.tgz, r-oldrel (x86_64): hdnom_6.0.4.tgz
Old sources: hdnom archive

Reverse dependencies:

Reverse imports: survivalSL

Linking:

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